{"id":"W4393344153","doi":"10.33279/jkcd.v14i01.618","title":"ASSESSING SLEEP QUALITY AMONG MEDICAL AND DENTAL STUDENTS IN KHYBER PAKHTUNKHWA PROVINCE OF PAKISTAN: A CROSS-SECTIONAL SURVEY","year":2024,"lang":"en","type":"article","venue":"Journal of Khyber College of Dentistry","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Khyber pakhtunkhwa; Cross-sectional study; Sleep quality; Medicine; Environmental health; Family medicine; Dentistry; Socioeconomics; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005047515,0.0001861535,0.0002341273,0.0005860117,0.0005554032,0.0003800999,0.0002414808,0.0004014386,0.001418617],"category_scores_gemma":[0.0009114202,0.0003471621,0.0002424732,0.0007683833,0.0002526144,0.0004292204,0.0003698325,0.0004064522,0.0002318199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488449,"about_ca_system_score_gemma":0.00068077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01614974,"about_ca_topic_score_gemma":0.0233584,"domain_scores_codex":[0.9997137,0.00004798196,0.00004243417,0.0000445266,0.00007654294,0.00007481805],"domain_scores_gemma":[0.9994217,0.0000642263,0.0002464386,0.00002022648,0.0001046098,0.0001428808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000165549,0.00005424975,0.998535,0.0000218502,0.00001167517,0.00004544995,0.0002261325,0.000008836843,0.0001268479,0.000003837399,0.00006995604,0.0008794518],"study_design_scores_gemma":[0.000003447348,0.0001275071,0.9987471,0.0000101029,0.000005780566,0.0001145775,0.0008239678,0.00003541262,0.00002229792,0.000003660808,0.0001039421,0.000002147797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992963,0.00007969819,0.00002786263,0.00004995163,0.000002767665,0.00002404056,0.0003358201,0.000001017066,0.0001824461],"genre_scores_gemma":[0.9992736,0.0001590416,0.00008894547,0.00005432458,0.000005071317,0.00002310647,0.0002591557,3.942402e-7,0.0001363613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614974,"threshold_uncertainty_score":0.03211147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635283506629568,"score_gpt":0.4637991423292583,"score_spread":0.4174463072629627,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}